{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,7]],"date-time":"2026-01-07T09:16:15Z","timestamp":1767777375913},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642289385"},{"type":"electronic","value":"9783642289392"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-28939-2_2","type":"book-chapter","created":{"date-parts":[[2012,3,27]],"date-time":"2012-03-27T09:35:56Z","timestamp":1332840956000},"page":"25-40","source":"Crossref","is-referenced-by-count":4,"title":["Reinforcement Learning as Heuristic for Action-Rule Preferences"],"prefix":"10.1007","author":[{"given":"Joost","family":"Broekens","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Koen","family":"Hindriks","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pascal","family":"Wiggers","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"2","key":"2_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/jats.2009040101","volume":"1","author":"S. Airiau","year":"2009","unstructured":"Airiau, S., Padham, L., Sardina, S., Sen, S.: Enhancing adaptation in bdi agents using learning techniques. International Journal of Agent Technologies and Systems\u00a01(2), 1\u201318 (2009)","journal-title":"International Journal of Agent Technologies and Systems"},{"key":"2_CR2","volume-title":"The atomic components of thought","author":"J.R. Anderson","year":"1998","unstructured":"Anderson, J.R., Lebiere, C.: The atomic components of thought. Lawrence Erlbaum, Mahwah (1998)"},{"key":"2_CR3","unstructured":"Bonet, B., Loerincs, G., Geffner, H.: A robust and fast action selection mechanism for planning. In: Proceedings of AAAI 1997, pp. 714\u2013719 (1997)"},{"issue":"1","key":"2_CR4","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1023\/A:1007694015589","volume":"43","author":"S. Deroski","year":"2001","unstructured":"Deroski, S., De Raedt, L., Driessens, K.: Relational reinforcement learning. Machine Learning\u00a043(1), 7\u201352 (2001)","journal-title":"Machine Learning"},{"key":"2_CR5","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1007\/978-0-387-89299-3_4","volume-title":"Multi-Agent Programming: Languages, Tools and Applications","author":"K.V. Hindriks","year":"2009","unstructured":"Hindriks, K.V.: Programming Rational Agents in GOAL. In: Multi-Agent Programming: Languages, Tools and Applications, ch. 4, pp. 119\u2013157. Springer, Heidelberg (2009)"},{"key":"2_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1007\/978-3-540-73055-2_52","volume-title":"Nature Inspired Problem-Solving Methods in Knowledge Engineering","author":"E. Hogewoning","year":"2007","unstructured":"Hogewoning, E., Broekens, J., Eggermont, J., Bovenkamp, E.G.P.: Strategies for Affect-Controlled Action-Selection in Soar-RL. In: Mira, J., \u00c1lvarez, J.R. (eds.) IWINAC 2007. LNCS, vol.\u00a04528, pp. 501\u2013510. Springer, Heidelberg (2007)"},{"key":"2_CR7","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1016\/S0004-3702(99)00060-0","volume":"113","author":"R. Khardon","year":"1999","unstructured":"Khardon, R.: Learning action strategies for planning domains. Artificial Intelligence\u00a0113, 125\u2013148 (1999)","journal-title":"Artificial Intelligence"},{"issue":"1","key":"2_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0004-3702(87)90050-6","volume":"33","author":"J.E. Laird","year":"1987","unstructured":"Laird, J.E., Newell, A., Rosenbloom, P.S.: Soar: an architecture for general intelligence. Artif. Intell.\u00a033(1), 1\u201364 (1987)","journal-title":"Artif. Intell."},{"key":"2_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"684","DOI":"10.1007\/3-540-36605-9_62","volume-title":"Applications of Evolutionary Computing","author":"J. Levine","year":"2003","unstructured":"Levine, J., Humphreys, D.: Learning Action Strategies for Planning Domains Using Genetic Programming. In: Raidl, G.R., Cagnoni, S., Cardalda, J.J.R., Corne, D.W., Gottlieb, J., Guillot, A., Hart, E., Johnson, C.G., Marchiori, E., Meyer, J.-A., Middendorf, M. (eds.) EvoIASP 2003, EvoWorkshops 2003, EvoSTIM 2003, EvoROB\/EvoRobot 2003, EvoCOP 2003, EvoBIO 2003, and EvoMUSART 2003. LNCS, vol.\u00a02611, pp. 684\u2013695. Springer, Heidelberg (2003)"},{"issue":"1","key":"2_CR10","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.cogsys.2004.09.006","volume":"6","author":"S. Nason","year":"2005","unstructured":"Nason, S., Laird, J.E.: Soar-rl: integrating reinforcement learning with soar. Cognitive Systems Research\u00a06(1), 51\u201359 (2005)","journal-title":"Cognitive Systems Research"},{"key":"2_CR11","unstructured":"Rummery, G.A., Niranjan, M.: On-line q-learning using connectionist systems. Technical report, Cambridge University Engineering Department (1994)"},{"key":"2_CR12","volume-title":"Reinforcement Learning: An Introduction","author":"R. Sutton","year":"1998","unstructured":"Sutton, R., Barto, A.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (1998)"},{"key":"2_CR13","unstructured":"Tyrrell, T.: Computational Mechanisms for Action Selection. Phd, University of Edinburgh (1993)"}],"container-title":["Lecture Notes in Computer Science","Programming Multi-Agent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-28939-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,28]],"date-time":"2019-04-28T22:14:45Z","timestamp":1556489685000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-28939-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642289385","9783642289392"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-28939-2_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}